# information management

### How to Optimize Search Engine Strategies for Machine Learning Trend

Machine learning is a way of analyzing data automatically using a type of analytical method! This AI will learn about information patterns and also make decisions with hardly any human advice. Machine learning is a method of analyzing data mechanically using a sort of analytical strategy! It's an artificial intelligence that may learn information patterns and also make decisions with small human advice. Artificial intelligence is the way of earning computers perform tasks which require intelligence.

### #013 A CNN LeNet-5 Master Data Science

Next we will apply another $$pooling$$ layer with filter size $$f 2$$, and stride $$s 2$$ so once again we reduce the size of an image by $$2$$ (as we did with the first $$pooling$$ layer). Finally we have $$5\times5\times16$$ volume and if we multiply these numbers $$5\times5\times16$$ we get $$400$$. We reduced dimensions of an image so now we can apply a $$Fully\enspace connected$$ layer with $$120$$ nodes. Then we apply another $$Fully\enspace connected$$ layer with $$84$$ nodes. The final step is to use these $$84$$ features to get the final output, and at the output can take on $$10$$ possible values because we have to recognize $$10$$ different digits ($$0$$ to$$9$$), so at the end we have a $$softmax$$ layer with a $$10$$-way classification output (although back then $$LeNet-5$$ actually used a different classifier at the output layer, one that's useless today).

### AI will transform digital marketing

As digital marketing becomes increasingly important for businesses, we need to start thinking beyond conventional techniques. As digital marketing becomes increasingly important for businesses, they need to start thinking about stepping up their strategies by going beyond conventional Search Engine Optimization (SEO) techniques. Artificial Intelligence (AI), holds the key to the future of digital marketing. When Google unveiled RankBrain in 2015, users noticed that the results to their queries in the search engine became more useful and relevant. The algorithm, which uses AI to analyse and respond to user queries like a human being would, also returns identical questions asked by other users.

### Google verticals, machine learning and no-click searches expected to have the biggest impacts on SEO - Search Engine Land

Google entering verticals and competing directly against publishers, advancements in machine learning and AI and zero-click searches are the trends most likely to affect SEO in the next three years, according to a SparkToro survey of over 1,500 SEOs. Trends that are here to stay? Respondents were presented with a list of choices and asked, "How much of an impact do you believe the following trends will have on SEO in the next 3 years?" Options were ranked on a zero-to-four scale; zero meaning "no impact" and four meaning "huge impact." The trend that professionals responded were least likely to affect SEO included outcomes from US Congressional and Department of Justice investigations, visual search advances and "content-nudging" products such as Google Discover.

### Big Tech's 'nemesis' in EU gets new term -- and more power

LONDON – The European Union's competition chief is getting a new term -- with expanded powers -- in a move that underlines how the bloc's battle to regulate big tech companies is only just beginning. Margrethe Vestager, who angered the Trump administration by imposing multibillion-dollar penalties on the likes of Google and Apple, was reappointed Tuesday for a second five-year term as the bloc's competition commissioner. The Danish politician's tasks will include strengthening competition enforcement in all sectors, stepping up efforts to detect cases of market abuse by big companies, speeding up investigations and helping strengthen cooperation with her global counterparts. Perhaps ominously for the big tech companies that she has cracked down on, Vestager is also getting extra clout. Ursula von der Leyen, the incoming president of the EU's powerful executive arm, promoted Vestager to a commission executive vice-president overseeing the EU's digital innovation and leadership efforts, including artificial intelligence.